{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: Loading help data...\n"
     ]
    }
   ],
   "source": [
    "using PyPlot,Seismic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n",
      "                                 Dload  Upload   Total   Spent    Left  Speed\n",
      "100  902k  100  902k    0     0  49.8M      0 --:--:-- --:--:-- --:--:-- 58.7M\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nx=350\n",
      "nt=600\n"
     ]
    }
   ],
   "source": [
    "download(\"http://ualberta.ca/~kstanton/files/kevin_0off_velocity.su\",\"kevin_0off_velocity.su\");\n",
    "SegyToSeis(\"kevin_0off_velocity.su\",\"kevins_model\",{\"format\"=>\"su\"});\n",
    "d,h = SeisRead(\"kevins_model\");\n",
    "coh,pp,res = SeisPWD(d,[\"w1\"=>30,\"w2\"=>20,\"dx\"=>8,\"dz\"=>4]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "Figure(PyObject <matplotlib.figure.Figure object at 0x11df6f150>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "SeisPlot(d); \n",
    "hold(\"true\");\n",
    "L = 1;\n",
    "pp_x = cos((pp-90)*pi/180)*L\n",
    "pp_y = sin((pp-90)*pi/180)*L\n",
    "quiver([0:30:350-1],[0:30:600-1],\n",
    "pp_x[1:30:end,1:30:end], pp_y[1:30:end,1:30:end],\n",
    "angles=\"xy\",scale=25,color=\"purple\");\n",
    "savefig(\"pwd\",dpi=200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 0.3.10-pre",
   "language": "julia",
   "name": "julia-0.3"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "0.3.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
